please consider any random value such as 12 or 14 for w3.

Consider the following network structure and the initial weights and bias a given w11=0.2,w12=0.4,w21= 0.6,22=0.15,w3=8x,w4=0.1, and bias =0 where xx are last 2 digits of your Student I. Given that x,x,y=1,0,0.5, answer the questions below. [1+0.5+1.5+2=5] (a) Compute the forward propagation and generate the output. Use the Sigmoid activation function. (b) Compute the RMSE loss. (c) Let the given weights be at the time ( t1). Compute the weights at time t using SGD (d) Compute the weights at (t+1) using Rprop. Assume =1.4 and =0.9. [2+2+2+2=8M]